Artificial intelligence and consumer behavior: From predictive to generative AI

E Hermann, S Puntoni - Journal of Business Research, 2024 - Elsevier
Since the introduction of ChatGPT, the leading example of Generative Artificial Intelligence
(GenAI), the research community and the general public have been captivated by GenAI's …

On the persistent mischaracterization of Google and Facebook A/B tests: How to conduct and report online platform studies

J Boegershausen, Y Cornil, S Yi, DJ Hardisty - International Journal of …, 2025 - Elsevier
Marketing research has increasingly relied on online platform studies, which are studies
conducted in a naturalistic online environment and which leverage the A/B testing tool …

Algorithmic bias: Social science research integration through the 3-D Dependable AI Framework

K Ukanwa - Current Opinion in Psychology, 2024 - Elsevier
Algorithmic bias has emerged as a critical challenge in the age of responsible production of
artificial intelligence (AI). This paper reviews recent research on algorithmic bias and …

AI types and organizational implications in various task contexts: a quantitative review from China

Z Kan, S Zhao, W Chi, J Zhou - Asia Pacific Business Review, 2024 - Taylor & Francis
This research delves into the nature of artificial intelligence (AI) and its influence on
employees. We review existing definitions and applications of AI, categorizing it into three …

Identifying targeted needs from online marketer-and user-generated data

Y Bai, G Yu-Buck - Journal of Retailing and Consumer Services, 2025 - Elsevier
On e-retailing sites, marketer-generated content (MGC), user-generated content (UGC), and
potential user-generated content (PUGC) are constantly conveying their needs. Identifying …

Female perspectives on algorithmic bias: implications for AI researchers and practitioners

B Fraile-Rojas, C De-Pablos-Heredero… - Management …, 2025 - emerald.com
Purpose This article explores the use of natural language processing (NLP) techniques and
machine learning (ML) models to discover underlying concepts of gender inequality applied …

Reducing prejudice with counter‐stereotypical AI

E Hermann, J De Freitas… - Consumer Psychology …, 2024 - Wiley Online Library
Based on a review of relevant literature, we propose that the proliferation of AI with human‐
like and social features presents an unprecedented opportunity to address the underlying …

Using AI for controllable stimuli generation: An application to gender discrimination with faces

LE Luo, O Toubia - Available at SSRN 4865798, 2024 - papers.ssrn.com
Natural stimuli involving unstructured data like images can be decomposed into many latent
features, which may be highly correlated and partially unobserved to the researcher. This …

The Tangled Web of Social Bias: Unraveling Human and Algorithmic Biases on Digital Platforms

R Fu - Available at SSRN 5008463, 2024 - papers.ssrn.com
Social bias has become a critical issue that affects user experiences and outcomes on
digital platforms. This chapter examines the complex nature of social bias within digital …

Generative AI Solutions to Empower Financial Firms

S Dubey, V Astvansh, PK Kopalle - Available at SSRN, 2024 - papers.ssrn.com
The advent of Generative AI (GenAI) has caused consternation across the industrial
landscape. The financial industry is no exception. The scramble to find GenAI solutions in …